Input Warping for Bayesian Optimization of Non-Stationary Functions

Jasper Snoek, Kevin Swersky, Richard S. Zemel, Ryan P. Adams. Input Warping for Bayesian Optimization of Non-Stationary Functions. In Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014. Volume 32 of JMLR Proceedings, pages 1674-1682, JMLR.org, 2014. [doi]

Authors

Jasper Snoek

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Kevin Swersky

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Richard S. Zemel

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Ryan P. Adams

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